Resource management method, device, equipment and system based on batch processing operation
A resource management system and resource management technology, applied in the field of batch job scheduling, can solve problems such as resource waste, inability to accurately and effectively manage available resources, etc., and achieve the goal of improving efficiency, realizing refined resource management, and improving resource utilization. Effect
Active Publication Date: 2020-10-13
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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Problems solved by technology
For batch job scenarios such as unknown data size and unknown request frequency, it is impossible to accurately and effectively manage the available resources, and even under the condition of relatively limited computing resources, resources will be wasted due to unreasonable resource allocation.
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[0022] In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below in conjunction with the drawings in the embodiments of this specification. Obviously, the described The embodiments are only some of the embodiments in this specification, not all of them. Based on one or more embodiments in this specification, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of the embodiments of this specification.
[0023] In the existing technology, for batch processing job scenarios such as unknown data size and unknown request frequency, it is impossible to accurately and effectively manage available resources, and under the condition of relatively limited computing resources, resource allocation may be unreasonable, resulting in waste of re...
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The invention provides a resource management method, device, equipment and system based on batch processing operation. The method comprises the following steps: receiving operation information, wherein the operation information comprises an operation identifier and data information; loading resource demand configuration information corresponding to the batch processing job according to the job identifier; according to the resource demand configuration information and the data information, calculating the amount of resources required for completing the batch processing operation; when it is confirmed that available resources corresponding to the resource quantity exist, allocating job resources corresponding to the resource quantity to the batch processing job; based on the job resources, executing batch processing jobs, wherein in the process of executing the batch processing operation, the method comprises the following steps: collecting operation execution data, and optimizing resource demand configuration information corresponding to the batch processing operation according to the operation execution data. According to the embodiment of the invention, the method can effectivelyreduce the excessive distribution and waste of resources while achieving the fine management of batch processing operation resources, and improves the utilization rate of resources.
Description
technical field [0001] The present application relates to the technical field of batch job scheduling, and in particular to a resource management method, device, device and system based on batch jobs. Background technique [0002] The existing elastic scaling of computing resources is mainly to realize the overall elastic scaling of the system by monitoring and predicting the usage of system resources. For batch processing scenarios such as unknown data size and unknown request frequency, it is impossible to accurately and effectively manage available resources, and even when computing resources are relatively limited, resources are wasted due to unreasonable resource allocation. [0003] Therefore, there is an urgent need for a technical solution that can solve the above-mentioned technical problems in the industry. Contents of the invention [0004] The embodiments of this specification provide a resource management method, device, device, and system based on batch proc...
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IPC IPC(8): G06F11/34G06F9/50
CPCG06F11/3442G06F9/5027G06F9/5038G06F9/5016
Inventor 康永乐梁婷徐李融张智勤
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA